Here we describe a closed-loop cell therapy which secretes an inhibitor of Activin A, ActR2A-Fc, upon exposure to Activin A. We demonstrate in vivo therapeutic efficacy of this approach in a mouse model of fibrodysplasia ossificans progressiva (FOP), a morbid condition in which patients develop extensive heterotopic bony lesions in response to aberrant sensitivity to Activin A through a mutation in the type I BMP receptor ACVR1 (ACVR1 R206H). Here, ACVR1 is linked to fibrodysplasia ossificans progressiva.